The future of urban transportation is rapidly evolving, with a growing emphasis on innovative solutions to address the challenges of gridlock. Cities worldwide are implementing a spectrum of mobility options, from shared vehicles and bike-sharing to enhanced bus systems and connected transportation. Such solutions aim to decrease congestion, improv